Predictive models for decision suppo...
Marques, Joao Alexandre Lobo.

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  • Predictive models for decision support in the COVID-19 crisis
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Predictive models for decision support in the COVID-19 crisis/ by Joao Alexandre Lobo Marques ... [et al.].
    其他作者: Marques, Joao Alexandre Lobo.
    出版者: Cham :Springer International Publishing : : 2021.,
    面頁冊數: vii, 98 p. :ill., digital ;24 cm.
    內容註: Chapter 1. Prediction for Decision Support during the COVID-19 Pandemic -- Chapter 2. Epidemiology Compartmental Models - SIR, SEIR and SEIR with Intervention -- Chapter 3. Forecasting COVID-19 Time Series based on an Auto Regressive Model -- Chapter 4. Nonlinear Prediction for the COVID-19 Data based on Quadratic Kalman Filtering -- Chapter 5. Artificial Intelligence Prediction for the COVID-19 Data based on LSTM Neural Networks and H2O AutoML -- Chapter 6. Predicting the Geographic Spread of the COVID-19 Pandemic: a case study from Brazil.
    Contained By: Springer Nature eBook
    標題: COVID-19 (Disease) - Epidemiology. -
    電子資源: https://doi.org/10.1007/978-3-030-61913-8
    ISBN: 9783030619138
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